# Residential thermostat usability: Comparing manual, programmable, and smart devices

> Research article (Building and Environment, 2021) · cited 78× · AI/ML

**Wikidata**: [openalex:W3173168440](https://www.wikidata.org/wiki/openalex:W3173168440)  
**Source**: https://4ort.xyz/entity/residential-thermostat-usability-comparing-manual-programmable-and-smart-devices